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regression

Papers

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Showing 251–300 of 9424 papers

TitleStatusHype
Neural Refinement for Absolute Pose Regression with Feature SynthesisCode1
Transformer-based Planning for Symbolic RegressionCode1
Learning to Localize in Unseen Scenes with Relative Pose RegressorsCode1
DistilPose: Tokenized Pose Regression with Heatmap DistillationCode1
Discrete-time Competing-Risks Regression with or without PenalizationCode1
Machine Learning based prediction of Glucose Levels in Type 1 Diabetes Patients with the use of Continuous Glucose Monitoring DataCode1
Efficient Generator of Mathematical Expressions for Symbolic RegressionCode1
Semi-Supervised Deep Regression with Uncertainty Consistency and Variational Model Ensembling via Bayesian Neural NetworksCode1
SpReME: Sparse Regression for Multi-Environment Dynamic SystemsCode1
Information-Theoretic DiffusionCode1
SR-Forest: A Genetic Programming based Heterogeneous Ensemble Learning MethodCode1
How Reliable is Your Regression Model's Uncertainty Under Real-World Distribution Shifts?Code1
Deep Learning for Time Series Classification and Extrinsic Regression: A Current SurveyCode1
Revisiting Discriminative vs. Generative Classifiers: Theory and ImplicationsCode1
Explicit Box Detection Unifies End-to-End Multi-Person Pose EstimationCode1
IKOL: Inverse kinematics optimization layer for 3D human pose and shape estimation via Gauss-Newton differentiationCode1
Multicalibration as Boosting for RegressionCode1
HealthEdge: A Machine Learning-Based Smart Healthcare Framework for Prediction of Type 2 Diabetes in an Integrated IoT, Edge, and Cloud Computing SystemCode1
Wise-IoU: Bounding Box Regression Loss with Dynamic Focusing MechanismCode1
Improving Deep Regression with Ordinal EntropyCode1
On the functional form of the radial acceleration relationCode1
Knockoffs-SPR: Clean Sample Selection in Learning with Noisy LabelsCode1
DARE-GRAM: Unsupervised Domain Adaptation Regression by Aligning Inverse Gram MatricesCode1
Deep Dive Into Gradients: Better Optimization for 3D Object Detection With Gradient-Corrected IoU SupervisionCode1
Learning Correction Filter via Degradation-Adaptive Regression for Blind Single Image Super-ResolutionCode1
SGLoc: Scene Geometry Encoding for Outdoor LiDAR LocalizationCode1
Physics-Informed Gaussian Process Regression Generalizes Linear PDE SolversCode1
Efficient Conditionally Invariant Representation LearningCode1
QueryPose: Sparse Multi-Person Pose Regression via Spatial-Aware Part-Level QueryCode1
Dual Accuracy-Quality-Driven Neural Network for Prediction Interval GenerationCode1
Label Encoding for Regression NetworksCode1
Fast and Lightweight Scene Regressor for Camera RelocalizationCode1
SRSD: Rethinking Datasets of Symbolic Regression for Scientific DiscoveryCode1
Improving Zero-Shot Models with Label Distribution PriorsCode1
Synthetic data enable experiments in atomistic machine learningCode1
SCOOP: Self-Supervised Correspondence and Optimization-Based Scene FlowCode1
MEGAN: Multi-Explanation Graph Attention NetworkCode1
RobustLoc: Robust Camera Pose Regression in Challenging Driving EnvironmentsCode1
Exhaustive Symbolic RegressionCode1
NeuMap: Neural Coordinate Mapping by Auto-Transdecoder for Camera LocalizationCode1
SETAR-Tree: A Novel and Accurate Tree Algorithm for Global Time Series ForecastingCode1
Improving the Computer-Aided Estimation of Ulcerative Colitis Severity According to Mayo Endoscopic Score by Using Regression-Based Deep LearningCode1
Contrastive learning for regression in multi-site brain age predictionCode1
Semi-supervised Variational Autoencoder for Regression: Application on Soft SensorsCode1
Regression as Classification: Influence of Task Formulation on Neural Network FeaturesCode1
flexBART: Flexible Bayesian regression trees with categorical predictorsCode1
Hyperparameter optimization in deep multi-target predictionCode1
A Comprehensive Survey of Regression Based Loss Functions for Time Series ForecastingCode1
PELICAN: Permutation Equivariant and Lorentz Invariant or Covariant Aggregator Network for Particle PhysicsCode1
Robust Data2vec: Noise-robust Speech Representation Learning for ASR by Combining Regression and Improved Contrastive LearningCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.79—Unverified
2Baseline RegressionR2 Score0.58—Unverified
3Mimic / SurrogateR2 Score0.57—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.86—Unverified
2Baseline RegressionR2 Score0.59—Unverified
3Mimic / SurrogateR2 Score0.58—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.87—Unverified
2Baseline RegressionR2 Score0.78—Unverified
3Mimic / SurrogateR2 Score0.78—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.98—Unverified
2Baseline RegressionR2 Score-0.01—Unverified
3Mimic / SurrogateR2 Score-0.01—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoost-MACCSmicro-averaged RMSE0.93—Unverified
2RF-ToxPrintchemical macro-average RMSE0.85—Unverified
#ModelMetricClaimedVerifiedStatus
1Linear and Decision Tree RegressionR Squared86.84—Unverified